Yifei Dong

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Hi there! I’m a PhD student at KTH in Stockholm, working with Prof. Florian T. Pokorny and Xianyi Cheng at Duke. I hold an M.Sc. from ETH Zürich and a B.Sc. from Shanghai Jiao Tong University. My résumé is available here.

My research explores the fundamental principles that enable robust manipulation, with the broader goal of achieving human-level robustness in robotic systems. I focus on manipulation of rigid and deformable objects via nonprehensile or tool-assisted interactions. I combine hardware–control co-design, energy-based caging analysis, and reinforcement learning to develop robust manipulation strategies that are transferable from simulation to the real world.

selected publications

  1. cagecoopt.gif
    CageCoOpt: Enhancing Manipulation Robustness through Caging-Guided Morphology and Policy Co-Optimization
    Yifei Dong*, Shaohang Han* , Xianyi Cheng , Werner Friedl , and 4 more authors
    IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2025
  2. SeqGrasp.gif
    Grasping a Handful: Sequential Multi-Object Dexterous Grasp Generation
    Haofei Lu , Yifei Dong, Zehang Weng , Florian T. Pokorny , and 2 more authors
    IEEE Robotics and Automation Letters (RA-L), 2025
    ICRA 2025 Workshop on Dexterity in Multi-Fingered Hands (Spotlight)
  3. ral24.gif
    Characterizing Manipulation Robustness through Energy Margin and Caging Analysis
    Yifei Dong, Xianyi Cheng , and Florian T. Pokorny
    IEEE Robotics and Automation Letters (RA-L), 2024
    ICRA 2024 Workshop on Multi-Object Grasping (Oral)
  4. icra2024.gif
    Quasi-static Soft Fixture Analysis of Rigid and Deformable Objects
    Yifei Dong, and Florian T. Pokorny
    IEEE International Conference on Robotics and Automation (ICRA), 2024
    ICRA 2023 Workshop on Representing and Manipulating Deformable Objects